As shown in Fig. 2, the proposed Dual Chain Dynamic Hypergraph Convolution Network (DCD-HCN) firstly embeds the 2D coordinates of skeleton joints into a high-dimensional space using node embedding layers, and then stacks multiple SPblocks to…
Category: 7. Maths
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A comparative performance analysis of fully homomorphic and attribute-based encryption schemes
Simulation setup and experiment scheme
The effectiveness of each experiment has been assessed using varying numbers of nodes, including 100, 125, 150, 175, and 200. NS-2 simulation is used, and the code is written in C + + . For safe and…
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Application effect of PMSM current segmented control method based on DM-MPCC algorithm
PMSM-CSC method based on MPCC algorithm
With the development of technology, the requirements for the performance and control accuracy of PMSM are constantly increasing. The selection and implementation of PMSM current control mode directly…
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Transmission dynamics of mumps epidemic model through stochastic analysis with delay effect
The system of stochastic delay differential equations (SDDEs) is a mathematical model that describes the evolution of a set of variables over time, where the equations involve both deterministic time delays and stochastic (random) components….
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Modeling and compensation control of a single tendon-sheath actuated system with time-varying parameters
In the connection of structural components in the tendon-sheath transmission system, the distal force and position are significant. Therefore, it is necessary to explore dynamic and static models of TSAS based on its structural and transmission…
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Research on the method of constructing a knowledge map of relay protection device faults oriented to textual features
Information extraction extracts and stores the knowledge contained in the information source through the processes of identification, analysis, screening and generalization to form a knowledge base16.More research is currently being done on…
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Distorted representations of age and gender are reflected in AI models
Charlesworth, T. E. S., Yang, V., Mann, T. C., Kurdi, B. & Banaji, M. R. Psychol. Sci. 32, 218–240 (2021).
Google Scholar
Guilbeault, D. et al. Nature 626, 1049–1055 (2024).
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Detection and classification of brain tumor using a hybrid learning model in CT scan images
In this section, we explain our proposed framework. The proposed framework has different stages, including image acquisition, pre-processing, feature extraction, feature selection, and classification. The proposed methodology starts with the…
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GPT-4 shows comparable performance to human examiners in ranking open-text answers
IRR in ranking and point assessments
We test Hypothesis 1 – whether IRR drops when replacing a human examiner with GPT-4 – separately for our two tasks as different statistics are to be applied. For the ranking task, we use Quadratic Weighted…
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Generating reliable software project task flows using large language models through prompt engineering and robust evaluation
We evaluate the ability of large language models to convert unstructured project descriptions into structured task flows through a tightly controlled, multi-stage pipeline combining human annotation, prompting, normalization, semantic…
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